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Oct 13, 2025
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docs: replace manual for loop in examples #8230

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01a141b
docs: replace manual for loop in examples
hrshya Oct 12, 2025
4d71a42
fix: removes eps
hrshya Oct 12, 2025
67ebb58
fix: resolves lint issues
hrshya Oct 12, 2025
5b1ff9e
fix: resolves lint issues
hrshya Oct 12, 2025
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21 changes: 8 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/README.md
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Expand Up @@ -143,22 +143,17 @@ y = mycdf( 0.3 );
```javascript
var uniform = require( '@stdlib/random/array/uniform' );
var EPS = require( '@stdlib/constants/float64/eps' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var cdf = require( '@stdlib/stats/base/dists/kumaraswamy/cdf' );

var a;
var b;
var x;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

x = uniform( 10, 0.0, 1.0 );
a = uniform( 10, EPS, 5.0 );
b = uniform( 10, EPS, 5.0 );

for ( i = 0; i < x.length; i++ ) {
y = cdf( x[ i ], a[ i ], b[ i ] );
console.log( 'x: %d, a: %d, b: %d, F(x;a,b): %d', x[ i ].toFixed( 4 ), a[ i ].toFixed( 4 ), b[ i ].toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, F(x;a,b): %0.4f', x, a, b, cdf );
```

</section>
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21 changes: 8 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/cdf/examples/index.js
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Expand Up @@ -19,20 +19,15 @@
'use strict';

var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var EPS = require( '@stdlib/constants/float64/eps' );
var cdf = require( './../lib' );

var a;
var b;
var x;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

x = uniform( 10, 0.0, 1.0 );
a = uniform( 10, EPS, 5.0 );
b = uniform( 10, EPS, 5.0 );

for ( i = 0; i < x.length; i++ ) {
y = cdf( x[ i ], a[ i ], b[ i ] );
console.log( 'x: %d, a: %d, b: %d, F(x;a,b): %d', x[ i ].toFixed( 4 ), a[ i ].toFixed( 4 ), b[ i ].toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, F(x;a,b): %0.4f', x, a, b, cdf );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/README.md
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Expand Up @@ -138,20 +138,17 @@ y = kurtosis( 0.5, 0.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var kurtosis = require( '@stdlib/stats/base/dists/kumaraswamy/kurtosis' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = kurtosis( a, b );
console.log( 'a: %d, b: %d, Kurt(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/kurtosis/examples/index.js
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Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var kurtosis = require( './../lib' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = kurtosis( a, b );
console.log( 'a: %d, b: %d, Kurt(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, Kurt(X;a,b): %0.4f', a, b, kurtosis );
24 changes: 10 additions & 14 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/README.md
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Expand Up @@ -151,23 +151,19 @@ y = mylogcdf( 0.3 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var EPS = require( '@stdlib/constants/float64/eps' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var logcdf = require( '@stdlib/stats/base/dists/kumaraswamy/logcdf' );

var a;
var b;
var x;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
x = randu();
a = ( randu()*5.0 ) + EPS;
b = ( randu()*5.0 ) + EPS;
y = logcdf( x, a, b );
console.log( 'x: %d, a: %d, b: %d, ln(F(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(F(x;a,b)): %0.4f', x, a, b, logcdf );
```

</section>
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22 changes: 9 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logcdf/examples/index.js
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Expand Up @@ -18,20 +18,16 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var EPS = require( '@stdlib/constants/float64/eps' );
var logcdf = require( './../lib' );

var a;
var b;
var x;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
x = randu();
a = ( randu()*5.0 ) + EPS;
b = ( randu()*5.0 ) + EPS;
y = logcdf( x, a, b );
console.log( 'x: %d, a: %d, b: %d, ln(F(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(F(x;a,b)): %0.4f', x, a, b, logcdf );
24 changes: 10 additions & 14 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/README.md
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Expand Up @@ -151,23 +151,19 @@ y = mylogpdf( 0.3 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var EPS = require( '@stdlib/constants/float64/eps' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var logpdf = require( '@stdlib/stats/base/dists/kumaraswamy/logpdf' );

var a;
var b;
var x;
var y;
var i;

for ( i = 0; i < 10; i++ ) {
x = randu();
a = ( randu()*5.0 ) + EPS;
b = ( randu()*5.0 ) + EPS;
y = logpdf( x, a, b );
console.log( 'x: %d, a: %d, b: %d, ln(f(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
}
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(f(x;a,b)): %0.4f', x, a, b, logpdf );
```

</section>
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22 changes: 9 additions & 13 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/logpdf/examples/index.js
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Expand Up @@ -18,20 +18,16 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var EPS = require( '@stdlib/constants/float64/eps' );
var logpdf = require( './../lib' );

var a;
var b;
var x;
var y;
var i;
var opts = {
'dtype': 'float64'
};
var x = uniform( 10, 0.0, 1.0, opts );
var a = uniform( 10, EPS, 5.0, opts );
var b = uniform( 10, EPS, 5.0, opts );

for ( i = 0; i < 10; i++ ) {
x = randu();
a = ( randu()*5.0 ) + EPS;
b = ( randu()*5.0 ) + EPS;
y = logpdf( x, a, b );
console.log( 'x: %d, a: %d, b: %d, ln(f(x;a,b)): %d', x.toFixed( 4 ), a.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
}
logEachMap( 'x: %0.4f, a: %0.4f, b: %0.4f, ln(f(x;a,b)): %0.4f', x, a, b, logpdf );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/README.md
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Expand Up @@ -123,20 +123,17 @@ y = mean( 2.0, 0.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mean = require( '@stdlib/stats/base/dists/kumaraswamy/mean' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = mean( a, b );
console.log( 'a: %d, b: %d, E(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mean/examples/index.js
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Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mean = require( './../lib' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = mean( a, b );
console.log( 'a: %d, b: %d, E(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, E(X;a,b): %0.4f', a, b, mean );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/README.md
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Expand Up @@ -123,20 +123,17 @@ y = median( 0.5, 0.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var median = require( '@stdlib/stats/base/dists/kumaraswamy/median' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = median( a, b );
console.log( 'a: %d, b: %d, Median(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
```

</section>
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19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/median/examples/index.js
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Expand Up @@ -18,17 +18,14 @@

'use strict';

var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var median = require( './../lib' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = median( a, b );
console.log( 'a: %d, b: %d, Median(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, Median(X;a,b): %0.4f', a, b, median );
19 changes: 8 additions & 11 deletions lib/node_modules/@stdlib/stats/base/dists/kumaraswamy/mode/README.md
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Expand Up @@ -130,20 +130,17 @@ y = mode( 2.0, 0.0 );
<!-- eslint no-undef: "error" -->

```javascript
var randu = require( '@stdlib/random/base/randu' );
var uniform = require( '@stdlib/random/array/uniform' );
var logEachMap = require( '@stdlib/console/log-each-map' );
var mode = require( '@stdlib/stats/base/dists/kumaraswamy/mode' );

var a;
var b;
var v;
var i;
var opts = {
'dtype': 'float64'
};
var a = uniform( 10, 0.0, 10.0, opts );
var b = uniform( 10, 0.0, 10.0, opts );

for ( i = 0; i < 10; i++ ) {
a = randu() * 10.0;
b = randu() * 10.0;
v = mode( a, b );
console.log( 'a: %d, b: %d, mode(X;a,b): %d', a.toFixed( 4 ), b.toFixed( 4 ), v.toFixed( 4 ) );
}
logEachMap( 'a: %0.4f, b: %0.4f, mode(X;a,b): %0.4f', a, b, mode );
```

</section>
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